Feature selection on transcriptome data for identification of novel biomarkers for bipolar disorder

• Main Author: Zeng, Yanxi
• Other Authors: Jagath C Rajapakse
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/149051
• Institution: Nanyang Technological University

Genomic psychiatry is a recently expanding field which holds much promise in biomarker discovery for psychiatric disorders. However, high dimensionality of genomic data and relative smaller cohort sizes at the psychiatric outpatient clinic imposes a significant challenge for clinically significant a...